humor_classification_mistral

VijayRam1812/humor_classification_mistral

humor_classification_mistral is a machine learning model from VijayRam1812. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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Hugging Face

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At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Jul 23, 2024
Updated: Jul 23, 2024
SHA: 185a1f60

Base models

mistralai/Mistral-7B-Instruct-v0.3

Datasets

generator

Model card

From the Hugging Face model README

humor_classification_mistral

This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.3 on the generator dataset. It achieves the following results on the evaluation set:

Loss: 0.5774

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 0.0002
train_batch_size: 4
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
training_steps: 100

Training results

Training Loss	Epoch	Step	Validation Loss
1.353	0.1923	10	1.1693
1.1391	0.3846	20	1.0883
1.0853	0.5769	30	1.0559
1.0487	0.7692	40	1.0024
0.8044	0.9615	50	0.6411
0.639	1.1538	60	0.6102
0.5972	1.3462	70	0.5955
0.584	1.5385	80	0.5854
0.5802	1.7308	90	0.5794
0.573	1.9231	100	0.5774

Framework versions

PEFT 0.11.1
Transformers 4.42.3
Pytorch 2.1.2
Datasets 2.20.0
Tokenizers 0.19.1

Library: peft
License: apache-2.0
Created: Jul 23, 2024
Updated: Jul 23, 2024